Book Image

Scala Microservices

By : Selvam Palanimalai, Jatin Puri
Book Image

Scala Microservices

By: Selvam Palanimalai, Jatin Puri

Overview of this book

<p>In this book we will learn what it takes to build great applications using Microservices, the pitfalls associated with such a design and the techniques to avoid them. </p><p>We learn to build highly performant applications using Play Framework. You will understand the importance of writing code that is asynchronous and nonblocking and how Play leverages this paradigm for higher throughput. The book introduces Reactive Manifesto and uses Lagom Framework to implement the suggested paradigms. Lagom teaches us to: build applications that are scalable and resilient to failures, and solves problems faced with microservices like service gateway, service discovery, communication and so on. Message Passing is used as a means to achieve resilience and CQRS with Event Sourcing helps us in modelling data for highly interactive applications. </p><p>The book also shares effective development processes for large teams by using good version control workflow, continuous integration and deployment strategies. We introduce Docker containers and Kubernetes orchestrator. Finally, we look at end to end deployment of a set of scala microservices in kubernetes with load balancing, service discovery and rolling deployments. </p><p></p>
Table of Contents (12 chapters)

Event Sourcing

Simply put Event Sourcing is:

Storing a series of events and rebuilding a state within the system by replaying that series of events

So, we maintain an event store (either in a relational database or a document store like Mongo or some other NoSQL database) and keep appending the events generated by the system to the same store. Hence to calculate the current state, we play all the events generated.

For example, in the case of an airline ticketing system, that keeps track of the tickets sold and available for an airline, if a user requests to book tickets on a flight, the system would check the current tickets available. And if there are spare seats available, it would book them for the user. The system would also keep track of the cancellations. There can be two ways of designing such a system:

  • We maintain the current spare seat count in an integer (or in a row...